{"id":"W4383682346","doi":"10.4000/ejas.20084","title":"Antecedents of Instapoetry: Considering the Commercial Short Form Aphorism Before and Beyond the Social Media Sphere","year":2023,"lang":"en","type":"article","venue":"European Journal of American Studies","topic":"Digital Communication and Language","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Appeal; Poetry; Popularity; Novelty; Aphorism; Publishing; Mass media; Consumerism; Sociology; Aesthetics; Psychology; Advertising; Literature; Social psychology; Art; Law; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003031891,0.0002261506,0.0002444677,0.002194968,0.004636242,0.006046591,0.0007582483,0.001542463,0.01891668],"category_scores_gemma":[0.02726514,0.0002660567,0.0003102213,0.002325277,0.01400475,0.006799229,0.004586271,0.003390875,0.0008789502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514305,"about_ca_system_score_gemma":0.002380052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005414139,"about_ca_topic_score_gemma":0.005042447,"domain_scores_codex":[0.9970618,0.001291902,0.0002266013,0.0003074489,0.0007062179,0.0004060768],"domain_scores_gemma":[0.9683358,0.01728368,0.006806053,0.002058576,0.002270226,0.0032457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000125245,0.0006489842,0.2450462,0.0002870177,0.00003130449,0.006700882,0.1968269,0.0001466034,0.0009322041,0.5086855,0.006525704,0.03404341],"study_design_scores_gemma":[0.00004541,0.0001880514,0.2915814,0.0008552893,0.00006370188,0.009481588,0.4216064,0.001404183,0.001104876,0.1650552,0.1085217,0.00009216934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529496,0.0009228088,0.003063616,0.0244013,0.0002744621,0.0001610501,0.0001744876,0.00004778112,0.2180049],"genre_scores_gemma":[0.9955249,0.0003290862,0.0007876185,0.0004729049,0.0001226453,0.00003884206,0.00004222378,0.00001809349,0.0026636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01891668,"threshold_uncertainty_score":0.06328255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671264209750011,"score_gpt":0.3086831041911602,"score_spread":0.2619704620936601,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}